Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 324 |
| Missing cells | 68 |
| Missing cells (%) | 1.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 81.8 KiB |
| Average record size in memory | 258.4 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 10 |
| Text | 2 |
arma de fogo apreendida is highly overall correlated with estupro and 6 other fields | High correlation |
estupro is highly overall correlated with arma de fogo apreendida and 5 other fields | High correlation |
estupro de vulnerável is highly overall correlated with uf | High correlation |
furto de veiculo is highly overall correlated with arma de fogo apreendida and 6 other fields | High correlation |
morte por intervencao de agente do estado is highly overall correlated with arma de fogo apreendida and 4 other fields | High correlation |
pessoa desaparecida is highly overall correlated with arma de fogo apreendida and 6 other fields | High correlation |
pessoa localizada is highly overall correlated with arma de fogo apreendida and 6 other fields | High correlation |
tráfico de drogas is highly overall correlated with arma de fogo apreendida and 6 other fields | High correlation |
uf is highly overall correlated with arma de fogo apreendida and 6 other fields | High correlation |
apreensao de cocaina has 34 (10.5%) missing values | Missing |
apreensao de maconha has 34 (10.5%) missing values | Missing |
uf is uniformly distributed | Uniform |
estupro de vulnerável has 179 (55.2%) zeros | Zeros |
morte por intervencao de agente do estado has 29 (9.0%) zeros | Zeros |
morte de agente do estado has 230 (71.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-22 14:37:34.449250 |
|---|---|
| Analysis finished | 2025-05-22 14:37:43.538731 |
| Duration | 9.09 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
uf
Categorical
High correlation Uniform
| Distinct | 27 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.8 KiB |
| AC | 12 |
|---|---|
| AL | 12 |
| AM | 12 |
| AP | 12 |
| BA | 12 |
| Other values (22) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AC |
|---|---|
| 2nd row | AC |
| 3rd row | AC |
| 4th row | AC |
| 5th row | AC |
Common Values
| Value | Count | Frequency (%) |
| AC | 12 | 3.7% |
| AL | 12 | 3.7% |
| AM | 12 | 3.7% |
| AP | 12 | 3.7% |
| BA | 12 | 3.7% |
| CE | 12 | 3.7% |
| DF | 12 | 3.7% |
| ES | 12 | 3.7% |
| GO | 12 | 3.7% |
| MA | 12 | 3.7% |
| Other values (17) | 204 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ac | 12 | 3.7% |
| al | 12 | 3.7% |
| am | 12 | 3.7% |
| ap | 12 | 3.7% |
| ba | 12 | 3.7% |
| ce | 12 | 3.7% |
| df | 12 | 3.7% |
| es | 12 | 3.7% |
| go | 12 | 3.7% |
| ma | 12 | 3.7% |
| Other values (17) | 204 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 84 | |
| P | 84 | |
| R | 84 | |
| S | 72 | |
| M | 60 | |
| E | 48 | |
| O | 36 | 5.6% |
| C | 36 | 5.6% |
| B | 24 | 3.7% |
| T | 24 | 3.7% |
| Other values (7) | 96 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 648 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 84 | |
| P | 84 | |
| R | 84 | |
| S | 72 | |
| M | 60 | |
| E | 48 | |
| O | 36 | 5.6% |
| C | 36 | 5.6% |
| B | 24 | 3.7% |
| T | 24 | 3.7% |
| Other values (7) | 96 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 648 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 84 | |
| P | 84 | |
| R | 84 | |
| S | 72 | |
| M | 60 | |
| E | 48 | |
| O | 36 | 5.6% |
| C | 36 | 5.6% |
| B | 24 | 3.7% |
| T | 24 | 3.7% |
| Other values (7) | 96 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 648 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 84 | |
| P | 84 | |
| R | 84 | |
| S | 72 | |
| M | 60 | |
| E | 48 | |
| O | 36 | 5.6% |
| C | 36 | 5.6% |
| B | 24 | 3.7% |
| T | 24 | 3.7% |
| Other values (7) | 96 |
data_referencia
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.75 |
| median | 6.5 |
| Q3 | 9.25 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 3.4573921 |
|---|---|
| Coefficient of variation (CV) | 0.53190648 |
| Kurtosis | -1.2170219 |
| Mean | 6.5 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0 |
| Sum | 2106 |
| Variance | 11.95356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 2 | 27 | |
| 3 | 27 | |
| 4 | 27 | |
| 5 | 27 | |
| 6 | 27 | |
| 7 | 27 | |
| 8 | 27 | |
| 9 | 27 | |
| 10 | 27 | |
| Other values (2) | 54 |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 2 | 27 | |
| 3 | 27 | |
| 4 | 27 | |
| 5 | 27 | |
| 6 | 27 | |
| 7 | 27 | |
| 8 | 27 | |
| 9 | 27 | |
| 10 | 27 |
| Value | Count | Frequency (%) |
| 12 | 27 | |
| 11 | 27 | |
| 10 | 27 | |
| 9 | 27 | |
| 8 | 27 | |
| 7 | 27 | |
| 6 | 27 | |
| 5 | 27 | |
| 4 | 27 | |
| 3 | 27 |
Missing
| Distinct | 282 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 34 |
| Missing (%) | 10.5% |
| Memory size | 18.9 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 5.3896552 |
| Min length | 1 |
Unique
| Unique | 274 ? |
|---|---|
| Unique (%) | 94.5% |
Sample
| 1st row | 10,154 |
|---|---|
| 2nd row | 19,155 |
| 3rd row | 25,542 |
| 4th row | 33,751 |
| 5th row | 92,494 |
| Value | Count | Frequency (%) |
| 39 | 2 | 0.7% |
| 32 | 2 | 0.7% |
| 7 | 2 | 0.7% |
| 16 | 2 | 0.7% |
| 9 | 2 | 0.7% |
| 19 | 2 | 0.7% |
| 0 | 2 | 0.7% |
| 2 | 2 | 0.7% |
| 57,53 | 1 | 0.3% |
| 9,3 | 1 | 0.3% |
| Other values (272) | 272 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 249 | |
| 1 | 205 | |
| 5 | 156 | |
| 2 | 153 | |
| 7 | 131 | |
| 4 | 128 | |
| 3 | 125 | |
| 6 | 115 | |
| 9 | 106 | |
| 8 | 105 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1563 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| , | 249 | |
| 1 | 205 | |
| 5 | 156 | |
| 2 | 153 | |
| 7 | 131 | |
| 4 | 128 | |
| 3 | 125 | |
| 6 | 115 | |
| 9 | 106 | |
| 8 | 105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1563 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| , | 249 | |
| 1 | 205 | |
| 5 | 156 | |
| 2 | 153 | |
| 7 | 131 | |
| 4 | 128 | |
| 3 | 125 | |
| 6 | 115 | |
| 9 | 106 | |
| 8 | 105 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1563 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| , | 249 | |
| 1 | 205 | |
| 5 | 156 | |
| 2 | 153 | |
| 7 | 131 | |
| 4 | 128 | |
| 3 | 125 | |
| 6 | 115 | |
| 9 | 106 | |
| 8 | 105 |
Missing
| Distinct | 287 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 34 |
| Missing (%) | 10.5% |
| Memory size | 19.0 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.0655172 |
| Min length | 1 |
Unique
| Unique | 284 ? |
|---|---|
| Unique (%) | 97.9% |
Sample
| 1st row | 14,998 |
|---|---|
| 2nd row | 48,802 |
| 3rd row | 65,244 |
| 4th row | 610,435 |
| 5th row | 334,598 |
| Value | Count | Frequency (%) |
| 11 | 2 | 0.7% |
| 0,342 | 2 | 0.7% |
| 5 | 2 | 0.7% |
| 1731,061 | 1 | 0.3% |
| 2206,9 | 1 | 0.3% |
| 299,66 | 1 | 0.3% |
| 1883,46 | 1 | 0.3% |
| 2038,08 | 1 | 0.3% |
| 9106,32 | 1 | 0.3% |
| 3572,21 | 1 | 0.3% |
| Other values (277) | 277 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 242 | |
| 1 | 233 | |
| 2 | 166 | |
| 4 | 161 | |
| 3 | 151 | |
| 8 | 142 | |
| 9 | 137 | |
| 6 | 137 | |
| 5 | 134 | |
| 7 | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1759 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| , | 242 | |
| 1 | 233 | |
| 2 | 166 | |
| 4 | 161 | |
| 3 | 151 | |
| 8 | 142 | |
| 9 | 137 | |
| 6 | 137 | |
| 5 | 134 | |
| 7 | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1759 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| , | 242 | |
| 1 | 233 | |
| 2 | 166 | |
| 4 | 161 | |
| 3 | 151 | |
| 8 | 142 | |
| 9 | 137 | |
| 6 | 137 | |
| 5 | 134 | |
| 7 | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1759 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| , | 242 | |
| 1 | 233 | |
| 2 | 166 | |
| 4 | 161 | |
| 3 | 151 | |
| 8 | 142 | |
| 9 | 137 | |
| 6 | 137 | |
| 5 | 134 | |
| 7 | 129 |
estupro
Real number (ℝ)
High correlation
| Distinct | 187 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.69444 |
| Minimum | 0 |
|---|---|
| Maximum | 683 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16.15 |
| Q1 | 48 |
| median | 80.5 |
| Q3 | 188.5 |
| 95-th percentile | 505.8 |
| Maximum | 683 |
| Range | 683 |
| Interquartile range (IQR) | 140.5 |
Descriptive statistics
| Standard deviation | 154.20818 |
|---|---|
| Coefficient of variation (CV) | 1.037081 |
| Kurtosis | 1.3966462 |
| Mean | 148.69444 |
| Median Absolute Deviation (MAD) | 55.5 |
| Skewness | 1.5297832 |
| Sum | 48177 |
| Variance | 23780.163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25 | 5 | 1.5% |
| 53 | 5 | 1.5% |
| 61 | 5 | 1.5% |
| 82 | 4 | 1.2% |
| 65 | 4 | 1.2% |
| 93 | 4 | 1.2% |
| 155 | 4 | 1.2% |
| 52 | 4 | 1.2% |
| 56 | 4 | 1.2% |
| 21 | 4 | 1.2% |
| Other values (177) | 281 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 8 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 10 | 2 | |
| 11 | 2 | |
| 12 | 1 | 0.3% |
| 13 | 3 | |
| 14 | 3 | |
| 16 | 3 | |
| 17 | 3 |
| Value | Count | Frequency (%) |
| 683 | 1 | |
| 641 | 1 | |
| 623 | 1 | |
| 621 | 1 | |
| 597 | 1 | |
| 580 | 1 | |
| 572 | 1 | |
| 565 | 1 | |
| 554 | 1 | |
| 541 | 1 |
estupro de vulnerável
Real number (ℝ)
High correlation Zeros
| Distinct | 126 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.16049 |
| Minimum | 0 |
|---|---|
| Maximum | 1219 |
| Zeros | 179 |
| Zeros (%) | 55.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 118.25 |
| 95-th percentile | 413.4 |
| Maximum | 1219 |
| Range | 1219 |
| Interquartile range (IQR) | 118.25 |
Descriptive statistics
| Standard deviation | 215.90479 |
|---|---|
| Coefficient of variation (CV) | 1.9422799 |
| Kurtosis | 10.868899 |
| Mean | 111.16049 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1434063 |
| Sum | 36016 |
| Variance | 46614.878 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 179 | |
| 55 | 4 | 1.2% |
| 108 | 3 | 0.9% |
| 114 | 3 | 0.9% |
| 91 | 3 | 0.9% |
| 64 | 2 | 0.6% |
| 87 | 2 | 0.6% |
| 135 | 2 | 0.6% |
| 263 | 2 | 0.6% |
| 66 | 2 | 0.6% |
| Other values (116) | 122 |
| Value | Count | Frequency (%) |
| 0 | 179 | |
| 30 | 1 | 0.3% |
| 33 | 1 | 0.3% |
| 36 | 1 | 0.3% |
| 39 | 1 | 0.3% |
| 42 | 1 | 0.3% |
| 45 | 1 | 0.3% |
| 48 | 1 | 0.3% |
| 52 | 1 | 0.3% |
| 53 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 1219 | 1 | |
| 1123 | 1 | |
| 1110 | 1 | |
| 1105 | 1 | |
| 1080 | 1 | |
| 1047 | 1 | |
| 1023 | 1 | |
| 1013 | 1 | |
| 994 | 1 | |
| 980 | 1 |
furto de veiculo
Real number (ℝ)
High correlation
| Distinct | 252 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 664.13889 |
| Minimum | 15 |
|---|---|
| Maximum | 8812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 134.75 |
| median | 238.5 |
| Q3 | 542.25 |
| 95-th percentile | 2104.55 |
| Maximum | 8812 |
| Range | 8797 |
| Interquartile range (IQR) | 407.5 |
Descriptive statistics
| Standard deviation | 1478.2076 |
|---|---|
| Coefficient of variation (CV) | 2.2257508 |
| Kurtosis | 18.354124 |
| Mean | 664.13889 |
| Median Absolute Deviation (MAD) | 141 |
| Skewness | 4.3125826 |
| Sum | 215181 |
| Variance | 2185097.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 41 | 3 | 0.9% |
| 152 | 3 | 0.9% |
| 160 | 3 | 0.9% |
| 148 | 3 | 0.9% |
| 180 | 3 | 0.9% |
| 165 | 3 | 0.9% |
| 157 | 3 | 0.9% |
| 248 | 3 | 0.9% |
| 207 | 3 | 0.9% |
| 224 | 3 | 0.9% |
| Other values (242) | 294 |
| Value | Count | Frequency (%) |
| 15 | 1 | |
| 18 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 29 | 1 | |
| 30 | 1 | |
| 34 | 1 | |
| 37 | 2 | |
| 39 | 1 | |
| 40 | 2 |
| Value | Count | Frequency (%) |
| 8812 | 1 | |
| 8254 | 1 | |
| 8118 | 1 | |
| 7882 | 1 | |
| 7872 | 1 | |
| 7830 | 1 | |
| 7699 | 1 | |
| 7688 | 1 | |
| 7615 | 1 | |
| 7522 | 1 |
morte por intervencao de agente do estado
Real number (ℝ)
High correlation Zeros
| Distinct | 73 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.947531 |
| Minimum | 0 |
|---|---|
| Maximum | 166 |
| Zeros | 29 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 8 |
| Q3 | 18.25 |
| 95-th percentile | 77.4 |
| Maximum | 166 |
| Range | 166 |
| Interquartile range (IQR) | 15.25 |
Descriptive statistics
| Standard deviation | 28.966945 |
|---|---|
| Coefficient of variation (CV) | 1.5287979 |
| Kurtosis | 8.093283 |
| Mean | 18.947531 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.7158844 |
| Sum | 6139 |
| Variance | 839.08393 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 29 | 9.0% |
| 1 | 25 | 7.7% |
| 5 | 23 | 7.1% |
| 4 | 21 | 6.5% |
| 3 | 16 | 4.9% |
| 6 | 16 | 4.9% |
| 2 | 16 | 4.9% |
| 7 | 14 | 4.3% |
| 9 | 12 | 3.7% |
| 14 | 11 | 3.4% |
| Other values (63) | 141 |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 25 | |
| 2 | 16 | |
| 3 | 16 | |
| 4 | 21 | |
| 5 | 23 | |
| 6 | 16 | |
| 7 | 14 | |
| 8 | 9 | 2.8% |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 166 | 1 | |
| 158 | 1 | |
| 155 | 1 | |
| 151 | 1 | |
| 145 | 1 | |
| 120 | 1 | |
| 118 | 2 | |
| 114 | 1 | |
| 112 | 1 | |
| 102 | 1 |
tráfico de drogas
Real number (ℝ)
High correlation
| Distinct | 251 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 564.8179 |
| Minimum | 19 |
|---|---|
| Maximum | 3436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 64.3 |
| Q1 | 118 |
| median | 319.5 |
| Q3 | 526 |
| 95-th percentile | 2182.85 |
| Maximum | 3436 |
| Range | 3417 |
| Interquartile range (IQR) | 408 |
Descriptive statistics
| Standard deviation | 725.13867 |
|---|---|
| Coefficient of variation (CV) | 1.2838451 |
| Kurtosis | 4.6522828 |
| Mean | 564.8179 |
| Median Absolute Deviation (MAD) | 201.5 |
| Skewness | 2.2291203 |
| Sum | 183001 |
| Variance | 525826.09 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 118 | 5 | 1.5% |
| 80 | 4 | 1.2% |
| 93 | 4 | 1.2% |
| 92 | 4 | 1.2% |
| 98 | 3 | 0.9% |
| 186 | 3 | 0.9% |
| 79 | 3 | 0.9% |
| 85 | 3 | 0.9% |
| 431 | 3 | 0.9% |
| 454 | 3 | 0.9% |
| Other values (241) | 289 |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 22 | 1 | |
| 24 | 2 | |
| 29 | 1 | |
| 32 | 1 | |
| 35 | 1 | |
| 39 | 1 | |
| 43 | 2 | |
| 44 | 1 | |
| 46 | 1 |
| Value | Count | Frequency (%) |
| 3436 | 1 | |
| 3317 | 1 | |
| 3288 | 1 | |
| 3219 | 1 | |
| 3209 | 1 | |
| 3185 | 1 | |
| 3181 | 1 | |
| 3162 | 1 | |
| 3114 | 1 | |
| 3049 | 1 |
arma de fogo apreendida
Real number (ℝ)
High correlation
| Distinct | 251 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 317.08333 |
| Minimum | 16 |
|---|---|
| Maximum | 1351 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 39.15 |
| Q1 | 117 |
| median | 185.5 |
| Q3 | 467.5 |
| 95-th percentile | 1044.65 |
| Maximum | 1351 |
| Range | 1335 |
| Interquartile range (IQR) | 350.5 |
Descriptive statistics
| Standard deviation | 297.52679 |
|---|---|
| Coefficient of variation (CV) | 0.93832363 |
| Kurtosis | 2.2479476 |
| Mean | 317.08333 |
| Median Absolute Deviation (MAD) | 128 |
| Skewness | 1.6084576 |
| Sum | 102735 |
| Variance | 88522.188 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 5 | 1.5% |
| 45 | 4 | 1.2% |
| 145 | 4 | 1.2% |
| 183 | 4 | 1.2% |
| 25 | 4 | 1.2% |
| 40 | 3 | 0.9% |
| 117 | 3 | 0.9% |
| 118 | 3 | 0.9% |
| 35 | 3 | 0.9% |
| 111 | 3 | 0.9% |
| Other values (241) | 288 |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.3% |
| 22 | 1 | 0.3% |
| 25 | 4 | |
| 28 | 1 | 0.3% |
| 29 | 1 | 0.3% |
| 31 | 2 | |
| 32 | 1 | 0.3% |
| 35 | 3 | |
| 36 | 1 | 0.3% |
| 37 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 1351 | 1 | |
| 1285 | 1 | |
| 1280 | 1 | |
| 1278 | 1 | |
| 1267 | 1 | |
| 1262 | 1 | |
| 1260 | 1 | |
| 1252 | 1 | |
| 1225 | 1 | |
| 1224 | 1 |
morte de agente do estado
Real number (ℝ)
Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63580247 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 230 |
| Zeros (%) | 71.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4262301 |
|---|---|
| Coefficient of variation (CV) | 2.2431968 |
| Kurtosis | 13.573477 |
| Mean | 0.63580247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3668697 |
| Sum | 206 |
| Variance | 2.0341322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 54 | 16.7% |
| 2 | 12 | 3.7% |
| 3 | 10 | 3.1% |
| 4 | 9 | 2.8% |
| 7 | 4 | 1.2% |
| 5 | 3 | 0.9% |
| 9 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 1 | 54 | 16.7% |
| 2 | 12 | 3.7% |
| 3 | 10 | 3.1% |
| 4 | 9 | 2.8% |
| 5 | 3 | 0.9% |
| 7 | 4 | 1.2% |
| 9 | 1 | 0.3% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.3% |
| 9 | 1 | 0.3% |
| 7 | 4 | 1.2% |
| 5 | 3 | 0.9% |
| 4 | 9 | 2.8% |
| 3 | 10 | 3.1% |
| 2 | 12 | 3.7% |
| 1 | 54 | 16.7% |
| 0 | 230 |
pessoa desaparecida
Real number (ℝ)
High correlation
| Distinct | 204 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.94136 |
| Minimum | 0 |
|---|---|
| Maximum | 1854 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 55 |
| median | 96 |
| Q3 | 320.5 |
| 95-th percentile | 693.3 |
| Maximum | 1854 |
| Range | 1854 |
| Interquartile range (IQR) | 265.5 |
Descriptive statistics
| Standard deviation | 332.61405 |
|---|---|
| Coefficient of variation (CV) | 1.3415029 |
| Kurtosis | 10.135325 |
| Mean | 247.94136 |
| Median Absolute Deviation (MAD) | 69.5 |
| Skewness | 2.9889353 |
| Sum | 80333 |
| Variance | 110632.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 6 | 1.9% |
| 52 | 6 | 1.9% |
| 53 | 5 | 1.5% |
| 28 | 5 | 1.5% |
| 58 | 5 | 1.5% |
| 54 | 4 | 1.2% |
| 59 | 4 | 1.2% |
| 30 | 4 | 1.2% |
| 193 | 4 | 1.2% |
| 63 | 4 | 1.2% |
| Other values (194) | 277 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 13 | 1 | 0.3% |
| 15 | 1 | 0.3% |
| 21 | 1 | 0.3% |
| 23 | 1 | 0.3% |
| 24 | 1 | 0.3% |
| 25 | 1 | 0.3% |
| 27 | 1 | 0.3% |
| 28 | 5 |
| Value | Count | Frequency (%) |
| 1854 | 1 | |
| 1822 | 1 | |
| 1772 | 1 | |
| 1735 | 1 | |
| 1716 | 1 | |
| 1667 | 1 | |
| 1656 | 1 | |
| 1640 | 1 | |
| 1571 | 1 | |
| 1544 | 1 |
pessoa localizada
Real number (ℝ)
High correlation
| Distinct | 188 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.71914 |
| Minimum | 0 |
|---|---|
| Maximum | 1441 |
| Zeros | 2 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.15 |
| Q1 | 25 |
| median | 65 |
| Q3 | 178.5 |
| 95-th percentile | 684.55 |
| Maximum | 1441 |
| Range | 1441 |
| Interquartile range (IQR) | 153.5 |
Descriptive statistics
| Standard deviation | 276.00737 |
|---|---|
| Coefficient of variation (CV) | 1.6358984 |
| Kurtosis | 9.7006457 |
| Mean | 168.71914 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 3.0316623 |
| Sum | 54665 |
| Variance | 76180.066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 8 | 2.5% |
| 19 | 7 | 2.2% |
| 6 | 6 | 1.9% |
| 9 | 5 | 1.5% |
| 12 | 5 | 1.5% |
| 15 | 5 | 1.5% |
| 20 | 5 | 1.5% |
| 18 | 5 | 1.5% |
| 41 | 4 | 1.2% |
| 26 | 4 | 1.2% |
| Other values (178) | 270 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.6% |
| 1 | 2 | 0.6% |
| 2 | 1 | 0.3% |
| 3 | 3 | 0.9% |
| 4 | 1 | 0.3% |
| 5 | 8 | |
| 6 | 6 | |
| 7 | 1 | 0.3% |
| 9 | 5 | |
| 10 | 3 | 0.9% |
| Value | Count | Frequency (%) |
| 1441 | 1 | |
| 1420 | 1 | |
| 1415 | 1 | |
| 1390 | 1 | |
| 1375 | 1 | |
| 1361 | 1 | |
| 1333 | 1 | |
| 1321 | 1 | |
| 1262 | 1 | |
| 1242 | 1 |
Interactions
Correlations
| arma de fogo apreendida | data_referencia | estupro | estupro de vulnerável | furto de veiculo | morte de agente do estado | morte por intervencao de agente do estado | pessoa desaparecida | pessoa localizada | tráfico de drogas | uf | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| arma de fogo apreendida | 1.000 | -0.031 | 0.721 | 0.114 | 0.888 | 0.417 | 0.591 | 0.852 | 0.708 | 0.911 | 0.626 |
| data_referencia | -0.031 | 1.000 | 0.021 | 0.007 | 0.004 | -0.064 | -0.032 | 0.031 | -0.020 | 0.005 | 0.000 |
| estupro | 0.721 | 0.021 | 1.000 | -0.356 | 0.754 | 0.339 | 0.489 | 0.660 | 0.601 | 0.754 | 0.641 |
| estupro de vulnerável | 0.114 | 0.007 | -0.356 | 1.000 | 0.085 | 0.103 | 0.179 | 0.187 | 0.205 | 0.169 | 0.585 |
| furto de veiculo | 0.888 | 0.004 | 0.754 | 0.085 | 1.000 | 0.417 | 0.529 | 0.859 | 0.761 | 0.916 | 0.782 |
| morte de agente do estado | 0.417 | -0.064 | 0.339 | 0.103 | 0.417 | 1.000 | 0.448 | 0.337 | 0.307 | 0.427 | 0.293 |
| morte por intervencao de agente do estado | 0.591 | -0.032 | 0.489 | 0.179 | 0.529 | 0.448 | 1.000 | 0.527 | 0.514 | 0.640 | 0.437 |
| pessoa desaparecida | 0.852 | 0.031 | 0.660 | 0.187 | 0.859 | 0.337 | 0.527 | 1.000 | 0.780 | 0.864 | 0.653 |
| pessoa localizada | 0.708 | -0.020 | 0.601 | 0.205 | 0.761 | 0.307 | 0.514 | 0.780 | 1.000 | 0.845 | 0.756 |
| tráfico de drogas | 0.911 | 0.005 | 0.754 | 0.169 | 0.916 | 0.427 | 0.640 | 0.864 | 0.845 | 1.000 | 0.667 |
| uf | 0.626 | 0.000 | 0.641 | 0.585 | 0.782 | 0.293 | 0.437 | 0.653 | 0.756 | 0.667 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| uf | data_referencia | apreensao de cocaina | apreensao de maconha | estupro | estupro de vulnerável | furto de veiculo | morte por intervencao de agente do estado | tráfico de drogas | arma de fogo apreendida | morte de agente do estado | pessoa desaparecida | pessoa localizada | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AC | 1 | 10,154 | 14,998 | 11.0 | 55.0 | 49.0 | 1.0 | 73.0 | 64.0 | 0.0 | 30.0 | 29.0 |
| 1 | AC | 2 | 19,155 | 48,802 | 19.0 | 36.0 | 47.0 | 0.0 | 76.0 | 45.0 | 0.0 | 28.0 | 27.0 |
| 2 | AC | 3 | 25,542 | 65,244 | 10.0 | 33.0 | 44.0 | 0.0 | 79.0 | 50.0 | 0.0 | 21.0 | 18.0 |
| 3 | AC | 4 | 33,751 | 610,435 | 13.0 | 45.0 | 52.0 | 1.0 | 81.0 | 44.0 | 0.0 | 30.0 | 25.0 |
| 4 | AC | 5 | 92,494 | 334,598 | 27.0 | 61.0 | 50.0 | 0.0 | 74.0 | 40.0 | 0.0 | 28.0 | 25.0 |
| 5 | AC | 6 | 20,555 | 5,852 | 20.0 | 55.0 | 63.0 | 1.0 | 74.0 | 46.0 | 0.0 | 36.0 | 34.0 |
| 6 | AC | 7 | 21,219 | 310,597 | 30.0 | 30.0 | 53.0 | 0.0 | 71.0 | 48.0 | 0.0 | 32.0 | 24.0 |
| 7 | AC | 8 | 29,702 | 50,767 | 14.0 | 39.0 | 44.0 | 1.0 | 60.0 | 58.0 | 0.0 | 38.0 | 34.0 |
| 8 | AC | 9 | 31,368 | 93,698 | 14.0 | 56.0 | 50.0 | 0.0 | 78.0 | 36.0 | 0.0 | 40.0 | 31.0 |
| 9 | AC | 10 | 1,736 | 28,921 | 21.0 | 55.0 | 45.0 | 4.0 | 59.0 | 45.0 | 0.0 | 39.0 | 36.0 |
| uf | data_referencia | apreensao de cocaina | apreensao de maconha | estupro | estupro de vulnerável | furto de veiculo | morte por intervencao de agente do estado | tráfico de drogas | arma de fogo apreendida | morte de agente do estado | pessoa desaparecida | pessoa localizada | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 314 | TO | 3 | NaN | NaN | 13.0 | 66.0 | 116.0 | 1.0 | 73.0 | 79.0 | 0.0 | 38.0 | 23.0 |
| 315 | TO | 4 | 11,6 | 13 | 17.0 | 76.0 | 105.0 | 7.0 | 82.0 | 132.0 | 1.0 | 36.0 | 19.0 |
| 316 | TO | 5 | 18,5 | 15,6 | 11.0 | 88.0 | 109.0 | 7.0 | 91.0 | 92.0 | 0.0 | 44.0 | 25.0 |
| 317 | TO | 6 | 8,13 | 24,63 | 13.0 | 86.0 | 123.0 | 13.0 | 66.0 | 73.0 | 0.0 | 38.0 | 12.0 |
| 318 | TO | 7 | 106,71 | 58,88 | 8.0 | 71.0 | 96.0 | 4.0 | 92.0 | 76.0 | 0.0 | 54.0 | 10.0 |
| 319 | TO | 8 | 13,9 | 1228 | 21.0 | 72.0 | 94.0 | 1.0 | 58.0 | 60.0 | 0.0 | 53.0 | 36.0 |
| 320 | TO | 9 | 29,6 | 113 | 12.0 | 82.0 | 103.0 | 3.0 | 93.0 | 60.0 | 2.0 | 43.0 | 19.0 |
| 321 | TO | 10 | 7,44 | 428,73 | 22.0 | 88.0 | 134.0 | 5.0 | 69.0 | 75.0 | 1.0 | 42.0 | 13.0 |
| 322 | TO | 11 | 10,69 | 29,08 | 75.0 | 70.0 | 110.0 | 2.0 | 78.0 | 51.0 | 0.0 | 58.0 | 22.0 |
| 323 | TO | 12 | 7,5 | 27,92 | 14.0 | 55.0 | 123.0 | 1.0 | 70.0 | 90.0 | 0.0 | 62.0 | 10.0 |